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Anthropic: Claude Sonnet 4.6 vs inclusionAI: Ring-2.6-1T

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-05-19

Kipimo Claude Sonnet 4.6 Claude Sonnet 4.6 medium Toleo: 2026-02-17 Ring-2.6-1T Ring-2.6-1T medium Toleo: 2026-05-10
Alama 7.8 7.2
Nafasi #40 #60
Uaminifu 10.0 9.9
Uthabiti 9.6 8.7
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio 70.2% 66.7%
Majaribio yasiyo thabiti 1 3
Jumla ya uendeshaji 57 57
Gharama kwa matokeo 9.515 0.000
Jumla ya gharama $1.237 $0.000
Bei ya ingizo $3.000 / 1M $0.075 / 1M
Bei ya toleo $15.000 / 1M $0.625 / 1M
Tokeni za matokeo 45,505 21,752
Tokeni za hoja 28,370 42,754
Muda wa majibu (wastani) 14.25s 61.29s
Muda wa majibu (upeo) 46.35s 304.19s
Muda wa majibu (jumla) 156.71s 1164.50s

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Alama vs Muda wa majibu (wastani)

Jumla ya tokeni za matokeo

Alama vs Jumla ya tokeni za matokeo

Mgawanyo wa kategoria

Mbinu za kupinga AI Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Claude Sonnet 4.6 6.5 10.0 50.0% 0 2.98s 1,046 1,093
Ring-2.6-1T 10.0 10.0 100.0% 0 42.21s 3,833 4,891
Uandishi wa msimbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Claude Sonnet 4.6 10.0 10.0 100.0% 0 35.76s 6,894 2,097
Ring-2.6-1T 10.0 10.0 100.0% 0 59.65s 1,369 3,985
Mchanganyiko Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Claude Sonnet 4.6 10.0 10.0 100.0% 0 46.35s 5,871 3,962
Ring-2.6-1T 10.0 10.0 100.0% 0 304.19s 324 6,088
Uchanganuzi na uchimbaji wa data Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Claude Sonnet 4.6 10.0 10.0 100.0% 0 13.90s 649 742
Ring-2.6-1T 6.5 10.0 50.0% 0 37.36s 840 1,937
Mahususi kwa domeni Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Claude Sonnet 4.6 2.9 7.2 11.1% 1 0ms 25,790 16,919
Ring-2.6-1T 3.5 4.4 33.3% 2 64.92s 9,744 15,013
Akili ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.94s 256 433
Ring-2.6-1T 4.1 10.0 0.0% 0 58.26s 150 583
Ufuataji wa maagizo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Claude Sonnet 4.6 10.0 10.0 100.0% 0 2.61s 318 552
Ring-2.6-1T 9.8 10.0 100.0% 0 11.78s 266 1,831
Utatuzi wa mafumbo Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.80s 589 635
Ring-2.6-1T 5.9 7.2 55.6% 1 20.73s 697 2,479
Mwito wa zana Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Claude Sonnet 4.6 10.0 10.0 100.0% 0 7.48s 655 351
Ring-2.6-1T 10.0 10.0 100.0% 0 104.44s 234 1,531
Maarifa ya jumla Alama Uthabiti Kiwango cha kupita kwa kila jaribio Majaribio yasiyo thabiti Majaribio sahihi Muda wa majibu (wastani) Tokeni za matokeo Tokeni za hoja
Claude Sonnet 4.6 3.0 10.0 0.0% 0 30.09s 3,437 1,586
Ring-2.6-1T 3.0 10.0 0.0% 0 113.91s 4,295 4,416

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Ring-2.6-1TmediumvsQwen3.6 Max PreviewnoneClaude Sonnet 4.6mediumvsGemini 3.1 Flash Lite PreviewlowClaude Sonnet 4.6nonevsRing-2.6-1TmediumClaude Sonnet 4.6mediumvsGemini 3 Flash PreviewnoneClaude Sonnet 4.6mediumvsGemini 3.1 Flash Lite PreviewnoneClaude Sonnet 4.6mediumvsGPT-5.2 ChatnoneClaude Sonnet 4.6mediumvsGemini 3.1 Flash LitelowClaude Sonnet 4.6mediumvsGPT-5.3 ChatnoneClaude Sonnet 4.6mediumvsDeepSeek V4 FlashhighInapatikana bureDeepSeek V4 FlashhighInapatikana burevsRing-2.6-1TmediumClaude Sonnet 4.6mediumvsGemini 3.5 FlashminimalRing-2.6-1TmediumvsGPT-5.3 Chatnone